Addressing Challenges Involved in EV Battery Modelling, its Thermal Analysis and BMS Design
Battery models have become an indispensable tool for the design of battery-powered systems. Their uses include battery characterization, state-of-charge (SOC) and state-of-health (SOH) estimation, algorithm development, system-level optimization, and real-time simulation for battery management system design.
Software algorithms play a critical role in battery management systems (BMS) to ensure maximum performance, safe operation, and optimal life of battery pack under diverse operating and environmental conditions. In this webinar, you will learn how to:
- Model battery packs using electrical networks whose topology mirrors that of the actual system and scales with the number of cells
- Analyze thermal behavior of the battery and design associated cooling systems
- Simulate onboard power electronics chargers along with battery packs
- Design state observers for state-of-charge online estimation using machine learning techniques
- Generate production-quality C/C++ code for target embedded processors
This event is part of a series of related topics. To view the full list of events in this series click here.
About the Presenters
Abhisek Roy, Senior Application Engineer, MathWorks
Abhisek Roy is a Senior Application Engineer at MathWorks India focusing on Plant Modeling, Control Design and Automation. He has been working with Automotive customers to address their challenges in the areas of powertrain modeling and vehicle dynamics studies. His areas of interest include the study of various automotive systems and controls systems. Abhisek has completed his M.Tech in electrical engineering from the Indian Institute of Technology, Madras, specializing in control systems and robotics, and B.Tech in electrical engineering from Jadavpur University, Kolkata.
Shripad Chandrachood, Principal Application Engineer, MathWorks
Shripad is a Principal Engineer at MathWorks focused on supporting key applications in the areas of electric mobility, power conversion and grid simulation. For the past 15 years at MathWorks, he has helped customers adopt system modeling and simulation workflows for developing Battery Powered Vehicles, Motor Control Strategies and Renewable Energy Systems. He has also led application engineering teams and business development initiatives in the Energy Production and Industrial Automation sectors for MathWorks in USA & India. Prior to joining MathWorks in May 2007, Shripad worked as an Operations & Control Engineer with the TATA Power Company and as an Automation Engineer at Siemens, India. He holds a Bachelor’s in Electrical Engineering from the University of Pune and a Master of Science in Electrical Engineering from the University of Alabama Birmingham, USA.